Privacy Preserving Optimized Rules Mining from Decision Tables and Decision Trees

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Provided by: Creative Commons
Topic: Data Management
Format: PDF
The pool of heuristics, stored facts and rules that are organized and can be used for problem solving is called Knowledge Base (KB). With the swelling amount of data mining projects and information sharing, preserving privacy is a challenging issue which needs higher priority to guarantee security. This paper is an extension of the researchers with the addition of security features to the existing classification rules to preserve privacy. Experimental results show secure, accurate, sanitized and optimized rules which the authors achieve by using the concept of Genetic Algorithm (GA).
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